Benjamin-Constant Marvels and mirages of Orientalism ; [a co-production of the Montreal Museum of Fine Arts and the Musee des Augustinus, Toulouse, on Tour France Musee des Augustins, Toulouse October 4, 2014 to January 4, 2015, Canada The Montreal Museum of Fine Arts Michal and Renata Hornstein Pavilion January 31 to May 31, 2015]
Bibliographic record
Abstract
A leading Orientalist painter during the Third Republic in France, Jean-Joseph Benjamin-Constant was one of the great colourists of the period, and his work evokes the sights he had witnessed during his travels in Spain and Morocco, as well as reflecting the exotic contents of his studio. He was the creator of huge, architectural compositions, in which he set fierce-looking Moors and dispassionate odalisques. His history paintings, based on stories from the Bible and Byzantine history, were the culmination of his ventures into Orientalism, and his sparkling palette resulted in wonderfully chromatic and beautiful works. He also stands out as one of the era's great painters of decorative cycles, from his work in Paris at the Opera Comique and the Gare d'Orsay, to the Capitole in Toulouse. His reputation as a society portraitist, meanwhile, won him an international reputation among royalty and the aristocracy, particularly in England. Generously illustrated and written by an international team of specialists on late 19th-century French art, this is the first study to focus on this fascinating figure, offering new and unpublished research into the life of a famous yet today little-known artist and revealing him at work in his studio and at the Paris Salon, teaching at the Academie Julian and amidst the many foreign students and collectors who flocked round him.0Exhibition: Musée des Augustins, Toulouse, France (4.10.2014-4.1.2015) / Museum of Fine Arts, Montreal, Canada (27.1.-31.5.2015)
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.012 |
| Scholarly communication | 0.009 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 0.002 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".